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Machine Learning Prediction Models for Mitral Valve Repairability and Mitral Regurgitation Recurrence in Patients Undergoing Surgical Mitral Valve Repair

Background: Mitral valve regurgitation (MR) is the most common valvular heart disease and current variables associated with MR recurrence are still controversial. We aim to develop a machine learning-based prognostic model to predict causes of mitral valve (MV) repair failure and MR recurrence. Meth...

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Detalles Bibliográficos
Autores principales: Penso, Marco, Pepi, Mauro, Mantegazza, Valentina, Cefalù, Claudia, Muratori, Manuela, Fusini, Laura, Gripari, Paola, Ghulam Ali, Sarah, Caiani, Enrico G., Tamborini, Gloria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8469985/
https://www.ncbi.nlm.nih.gov/pubmed/34562939
http://dx.doi.org/10.3390/bioengineering8090117